AGENT-BASED APPROACH AND CELLULAR AUTOMATA - A PROMISING PERSPECTIVE IN CROWD DYNAMICS MODELING?

被引:7
|
作者
Was, Jaroslaw [1 ]
Porzycki, Jakub [1 ]
Lubas, Robert [1 ]
Miller, Janusz [1 ]
Bazior, Grzegorz [1 ]
机构
[1] AGH Univ Sci & Technol, Fac Elect Engn Automat IT & Biomed Engn, Dept Appl Comp Sci, Al Mickiewicza 30, PL-30059 Krakow, Poland
关键词
PEDESTRIAN DYNAMICS; FLOOR FIELD; FORCE MODEL; SIMULATION; VALIDATION;
D O I
10.5506/APhysPolBSupp.9.133
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The paper presents recent trends in the area of Cellular Automata (CA) originated microscopic models of crowd. There are many interesting applications of CA-based models, which incorporate different definitions of floor fields, grouping behavior, building complex scenarios, parallelisation of computing processes, as well as the development of validation and verification tests. Thus, due to the observed rapid development of discrete crowd simulation models, they become a real alternative to force-based ones. It is especially visible in a new kind of crowd-model application, where simulation is required to cooperate with different sensors in real-time regime.
引用
收藏
页码:133 / +
页数:4
相关论文
共 50 条
  • [41] A novel spatio-temporal prediction model of epidemic spread integrating cellular automata with agent-based modeling
    Wang, Peipei
    Zheng, Xinqi
    Chen, Yuanming
    Xu, Yazhou
    CHAOS SOLITONS & FRACTALS, 2024, 189
  • [42] Agent-based approach to complex systems modeling
    Ryoke, M
    Nakamori, Y
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2005, 166 (03) : 717 - 725
  • [43] For an Integrated Approach to Agent-Based Modeling of Science
    Payette, Nicolas
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2011, 14 (04):
  • [44] An agent-based approach to modeling insider threat
    John A. Sokolowski
    Catherine M. Banks
    Thomas J. Dover
    Computational and Mathematical Organization Theory, 2016, 22 : 273 - 287
  • [45] An Agent-Based Modeling Approach to Brain Drain
    Gursoy, Furkan
    Badur, Bertan
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 9 (02) : 356 - 365
  • [46] Cities and complexity: Understanding cities with cellular automata, agent-based models, and fractals
    Batten, David F.
    JOURNAL OF REGIONAL SCIENCE, 2007, 47 (03) : 624 - 627
  • [47] A Cellular Automata Based Crowd Behavior Model
    Wang, D.
    Kwok, N. M.
    Jia, Xiuping
    Li, F.
    ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, AICI 2010, PT II, 2010, 6320 : 218 - 225
  • [48] Cities and Complexity: Understanding Cities with Cellular Automata, Agent-based Models, and Fractals
    White, Roger
    PLANNING THEORY & PRACTICE, 2007, 8 (03) : 419 - 420
  • [49] Cities and Complexity: Understanding Cities with Cellular Automata, Agent-Based Models, and Fractals
    Boero, Riccardo
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2006, 9 (04):
  • [50] Cities and complexity: understanding cities with cellular automata, agent-based models, and fractals
    O'Sullivan, David
    ENVIRONMENT AND PLANNING A, 2007, 39 (05) : 1273 - 1274